| Number of Variables | 11 |
|---|---|
| Number of Rows | 1.0838e+06 |
| Missing Cells | 9 |
| Missing Cells (%) | 0.0% |
| Duplicate Rows | 2 |
| Duplicate Rows (%) | 0.0% |
| Total Size in Memory | 454.9 MB |
| Average Row Size in Memory | 440.1 B |
| Variable Types |
|
| Amount Received and Amount Paid have similar distributions | Similar Distribution |
|---|---|
| From Bank is skewed | Skewed |
| To Bank is skewed | Skewed |
| Amount Received is skewed | Skewed |
| Amount Paid is skewed | Skewed |
| Timestamp has a high cardinality: 1717 distinct values | High Cardinality |
| Account has a high cardinality: 415012 distinct values | High Cardinality |
| Account.1 has a high cardinality: 405075 distinct values | High Cardinality |
| Timestamp has constant length 16 | Constant Length |
| Account has constant length 9 | Constant Length |
| Account.1 has constant length 9 | Constant Length |
|---|---|
| Is Laundering has constant length 3 | Constant Length |
categorical
| Approximate Distinct Count | 1717 |
|---|---|
| Approximate Unique (%) | 0.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory Size | 87787476 |
| Mean | 16 |
|---|---|
| Standard Deviation | 0 |
| Median | 16 |
| Minimum | 16 |
| Maximum | 16 |
| 1st row | 2022/09/01 00:20 |
|---|---|
| 2nd row | 2022/09/01 00:20 |
| 3rd row | 2022/09/01 00:00 |
| 4th row | 2022/09/01 00:02 |
| 5th row | 2022/09/01 00:06 |
| Count | 0 |
|---|---|
| Lowercase Letter | 0 |
| Space Separator | 1083796 |
| Uppercase Letter | 0 |
| Dash Punctuation | 0 |
| Decimal Number | 13005552 |
numerical
| Approximate Distinct Count | 19247 |
|---|---|
| Approximate Unique (%) | 1.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Memory Size | 17340736 |
| Mean | 58573.0445 |
| Minimum | 0 |
| Maximum | 356300 |
| Zeros | 1 |
| Zeros (%) | 0.0% |
| Negatives | 0 |
| Negatives (%) | 0.0% |
| Minimum | 0 |
|---|---|
| 5-th Percentile | 12 |
| Q1 | 1241 |
| Median | 15010 |
| Q3 | 111433 |
| 95-th Percentile | 248314 |
| Maximum | 356300 |
| Range | 356300 |
| IQR | 110192 |
| Mean | 58573.0445 |
|---|---|
| Standard Deviation | 90794.0779 |
| Variance | 8.2436e+09 |
| Sum | 6.3481e+10 |
| Skewness | 1.6543 |
| Kurtosis | 1.5402 |
| Coefficient of Variation | 1.5501 |
categorical
| Approximate Distinct Count | 415012 |
|---|---|
| Approximate Unique (%) | 38.3% |
| Missing | 1 |
| Missing (%) | 0.0% |
| Memory Size | 80200830 |
| Mean | 9 |
|---|---|
| Standard Deviation | 0 |
| Median | 9 |
| Minimum | 9 |
| Maximum | 9 |
| 1st row | 8000EBD30 |
|---|---|
| 2nd row | 8000F4580 |
| 3rd row | 8000F4670 |
| 4th row | 8000F5030 |
| 5th row | 8000F5200 |
| Count | 2179670 |
|---|---|
| Lowercase Letter | 0 |
| Space Separator | 0 |
| Uppercase Letter | 2179670 |
| Dash Punctuation | 0 |
| Decimal Number | 7574485 |
numerical
| Approximate Distinct Count | 15159 |
|---|---|
| Approximate Unique (%) | 1.4% |
| Missing | 1 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Memory Size | 17340720 |
| Mean | 70747.6483 |
| Minimum | 1 |
| Maximum | 356294 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negatives | 0 |
| Negatives (%) | 0.0% |
| Minimum | 1 |
|---|---|
| 5-th Percentile | 15 |
| Q1 | 5425 |
| Median | 22345 |
| Q3 | 126426 |
| 95-th Percentile | 243947 |
| Maximum | 356294 |
| Range | 356293 |
| IQR | 121001 |
| Mean | 70747.6483 |
|---|---|
| Standard Deviation | 90822.9339 |
| Variance | 8.2488e+09 |
| Sum | 7.6676e+10 |
| Skewness | 1.2461 |
| Kurtosis | 0.2942 |
| Coefficient of Variation | 1.2838 |
categorical
| Approximate Distinct Count | 405075 |
|---|---|
| Approximate Unique (%) | 37.4% |
| Missing | 1 |
| Missing (%) | 0.0% |
| Memory Size | 80200830 |
| Mean | 9 |
|---|---|
| Standard Deviation | 0 |
| Median | 9 |
| Minimum | 9 |
| Maximum | 9 |
| 1st row | 8000EBD30 |
|---|---|
| 2nd row | 8000F5340 |
| 3rd row | 8000F4670 |
| 4th row | 8000F5030 |
| 5th row | 8000F5200 |
| Count | 2335593 |
|---|---|
| Lowercase Letter | 0 |
| Space Separator | 0 |
| Uppercase Letter | 2335593 |
| Dash Punctuation | 0 |
| Decimal Number | 7418562 |
numerical
| Approximate Distinct Count | 668814 |
|---|---|
| Approximate Unique (%) | 61.7% |
| Missing | 1 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Memory Size | 17340720 |
| Mean | 7.0183e+06 |
| Minimum | 1e-06 |
| Maximum | 2.8438e+11 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negatives | 0 |
| Negatives (%) | 0.0% |
| Minimum | 1e-06 |
|---|---|
| 5-th Percentile | 5.05 |
| Q1 | 104.48 |
| Median | 1945.46 |
| Q3 | 25518.812 |
| 95-th Percentile | 1.7494e+06 |
| Maximum | 2.8438e+11 |
| Range | 2.8438e+11 |
| IQR | 25414.332 |
| Mean | 7.0183e+06 |
|---|---|
| Standard Deviation | 5.9381e+08 |
| Variance | 3.5261e+17 |
| Sum | 7.6064e+12 |
| Skewness | 300.7093 |
| Kurtosis | 118481.6344 |
| Coefficient of Variation | 84.6089 |
categorical
| Approximate Distinct Count | 15 |
|---|---|
| Approximate Unique (%) | 0.0% |
| Missing | 1 |
| Missing (%) | 0.0% |
| Memory Size | 78651029 |
| Mean | 7.57 |
|---|---|
| Standard Deviation | 3.2684 |
| Median | 9 |
| Minimum | 3 |
| Maximum | 17 |
| 1st row | US Dollar |
|---|---|
| 2nd row | US Dollar |
| 3rd row | US Dollar |
| 4th row | US Dollar |
| 5th row | US Dollar |
| Count | 7596200 |
|---|---|
| Lowercase Letter | 5462854 |
| Space Separator | 608154 |
| Uppercase Letter | 2133346 |
| Dash Punctuation | 0 |
| Decimal Number | 0 |
numerical
| Approximate Distinct Count | 673936 |
|---|---|
| Approximate Unique (%) | 62.2% |
| Missing | 1 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Memory Size | 17340720 |
| Mean | 5.8112e+06 |
| Minimum | 1e-06 |
| Maximum | 2.8438e+11 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negatives | 0 |
| Negatives (%) | 0.0% |
| Minimum | 1e-06 |
|---|---|
| 5-th Percentile | 5.1 |
| Q1 | 105.4156 |
| Median | 1945.4496 |
| Q3 | 25552.8016 |
| 95-th Percentile | 1.6967e+06 |
| Maximum | 2.8438e+11 |
| Range | 2.8438e+11 |
| IQR | 25447.386 |
| Mean | 5.8112e+06 |
|---|---|
| Standard Deviation | 4.6209e+08 |
| Variance | 2.1352e+17 |
| Sum | 6.2982e+12 |
| Skewness | 340.3944 |
| Kurtosis | 165114.0913 |
| Coefficient of Variation | 79.5164 |
categorical
| Approximate Distinct Count | 15 |
|---|---|
| Approximate Unique (%) | 0.0% |
| Missing | 1 |
| Missing (%) | 0.0% |
| Memory Size | 78649121 |
| Mean | 7.5683 |
|---|---|
| Standard Deviation | 3.2633 |
| Median | 9 |
| Minimum | 3 |
| Maximum | 17 |
| 1st row | US Dollar |
|---|---|
| 2nd row | US Dollar |
| 3rd row | US Dollar |
| 4th row | US Dollar |
| 5th row | US Dollar |
| Count | 7593424 |
|---|---|
| Lowercase Letter | 5457178 |
| Space Separator | 609022 |
| Uppercase Letter | 2136246 |
| Dash Punctuation | 0 |
| Decimal Number | 0 |
categorical
| Approximate Distinct Count | 7 |
|---|---|
| Approximate Unique (%) | 0.0% |
| Missing | 1 |
| Missing (%) | 0.0% |
| Memory Size | 80182156 |
| Mean | 8.9828 |
|---|---|
| Standard Deviation | 3.3952 |
| Median | 12 |
| Minimum | 3 |
| Maximum | 12 |
| 1st row | Reinvestment |
|---|---|
| 2nd row | Cheque |
| 3rd row | Reinvestment |
| 4th row | Reinvestment |
| 5th row | Reinvestment |
| Count | 9574224 |
|---|---|
| Lowercase Letter | 8160788 |
| Space Separator | 161257 |
| Uppercase Letter | 1413436 |
| Dash Punctuation | 0 |
| Decimal Number | 0 |
categorical
| Approximate Distinct Count | 2 |
|---|---|
| Approximate Unique (%) | 0.0% |
| Missing | 1 |
| Missing (%) | 0.0% |
| Memory Size | 73698060 |
| Mean | 3 |
|---|---|
| Standard Deviation | 0 |
| Median | 3 |
| Minimum | 3 |
| Maximum | 3 |
| 1st row | 0.0 |
|---|---|
| 2nd row | 0.0 |
| 3rd row | 0.0 |
| 4th row | 0.0 |
| 5th row | 0.0 |
| Count | 0 |
|---|---|
| Lowercase Letter | 0 |
| Space Separator | 0 |
| Uppercase Letter | 0 |
| Dash Punctuation | 0 |
| Decimal Number | 2167590 |